The regulation of ant colony foraging activity without spatial information. by Balaji Prabhakar, Katherine N Dektar, Deborah M Gordon

“…We found that correlations between observed rates of returning foragers and simulated rates of outgoing foragers, using our model, were similar to those in the data. …”
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Effect of Chinese herbal medicine (CHM) as an adjunctive therapy in distinct stages of patients with COVID-19: A systematic review and meta-analysis. by Jin-Min Gu, Shu-Nan Zhang, Si-Yao Xiao, Ming-Yue Jia, Jian-Feng Tu, Gui-Ling Han

“…Difference in mean (MD) or ratio risk (RR) with 95% confidence interval (CI) was utilized for data processing analysis.<h4>Results</h4>A total of 46 studies, consisting of 24 RCTs and 22 CSs, and 10492 patients were included. …”
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STUDY ON THE ROLE OF GLOBALIZATION IN GROWING THE MOBILITY OF INTERNATIONAL STUDENTS IN THE LAST DECADE by Alina MARCUTA, Ramona Elena ANGHEL, Cristiana TINDECHE, Mihaela ROSU, Liviu MARCUTA

“…The data were processed and analyzed with the help of statistical methods, thus being able to formulate conclusions regarding the situation of student mobility from the last decade, given the identification of solutions regarding the provision of future flows of students for higher education institutions, under the conditions that, globally, the population aged between 20-24 will decrease in areas such as Europe or North America. …”
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Prediction of the Number of Graduates Absorption by the Field of Expertise by Ida Farida, Guruh Taufan Hariyadi, Aries Setiawan

“…The study program needs to know the data of its graduates earlier as a step to increase the compatibility rate of the field of work with the field of lectures for its graduates. …”
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The impact of tiered soft drink taxes in Europe on mean sales-weighted sugar content of soft drinks: a quasi-experimental study by Anna Leibinger, Oliver Huizinga, Karl Emmert-Fees, Sara Pedron, Michael Laxy, Eva Rehfuess, Jacob Burns, Peter von Philipsborn

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Deep Learning-Assisted Discovery of Analogy-Inspired Designs within Peter Collins' Analogical Architectural Design Classification Framework by Hüseyin Özdemir

“… This study focuses on analogical reasoning and deep learning models to enhance the innovative design process in architecture. By constructing multi-layered artificial neural networks, deep learning can derive analogical predictions from structured data to solve complex tasks. …”
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Defense against underwater eavesdroppers: a message dissemination approach based on erasure code for UWSN by YAN Xiangyu, ZHANG Wenzhe, WU Zhou, LIU Linfeng

“…To mitigate the risk of data message theft while ensuring the required data delivery rate and reducing computational overhead in message dissemination, each data message was encoded into <italic>n</italic> message blocks and m parity blocks. …”
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BERT and BERTopic for screening clinical depression on open-ended text messages collected through a mobile application from older adults by Moo-Kwon Chung, Sang Yup Lee, Taeksoo Shin, Ji Young Park, Sangwon Hwang, Min-Hyuk Kim, Jinhee Lee, Kyoung-Joung Lee, Hyo-Sang Lim, Erdenebayar Urtnasan, YeonSu Jung, Dan-Kyung Kim, Eunji Shin, Jin-kyung Lee

“…Abstract Background Despite the high suicide rate in South Korea, older adults are reluctant to see a psychiatrist. …”
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Human centered design of AI-powered Digital Therapeutics for stress prevention: Perspectives from multi-stakeholders' workshops about the SHIVA solution by Marco Bolpagni, Susanna Pardini, Silvia Gabrielli

“…Results: Stakeholders perceived AI-based data processing as beneficial for personalized treatment in a secure, privacy-preserving environment. …”
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PREVALENCE OF CONGENITAL CLEFT LIP AND PALATE IN UKRAINE by V.V. Filonenko, O.А. Kaniura, B.I. Palamar, N.V. Bidenko

“…The triggers of this pattern are declining birth rate, high death rate, reduction in the possibility of using quality medical care, non-return of refugees, reduction of the participation of new recruits in the demographic process, negative economic performance of the temporarily occupied territories. …”
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LLMonFHIR by Paul Schmiedmayer, PhD, Adrit Rao, Philipp Zagar, MS, Lauren Aalami, MS, Vishnu Ravi, MD, Aydin Zahedivash, MD, MBA, Dong-han Yao, MD, Arash Fereydooni, MD, Oliver Aalami, MD

“…Challenges summarizing health conditions and retrieving lab results were noted, with variability in responses and occasional omissions underscoring the need for precise preprocessing of data. Conclusions: LLMonFHIR's ability to generate responses in multiple languages and at varying levels of complexity, along with its bidirectional text-to-speech functionality, give it the potential to empower individuals with limited functionality, English, and health literacy to access the benefits of patient-accessible EHRs.…”
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COMPARATIVE DESCRIPTION OF POPULATION PARAMETERS OF THE LIFE QUALITY OF INHABITANTS OF DAKHADAEV DISTRICT, REPUBLIC OF DAGESTAN by Patimat Asadullamagomedowna Bekshokova, Patimat Iman-Vazalievna Gabibova, D. I. Kadieva

“…Statistical processing of the data obtained from surveys of the quality of life based on the general principles of statistics and conducted using the package of applied programs STATISTICA and Excel.Results. …”
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Toward Large‐Scale Photonic Chips Using Low‐Anisotropy Thin‐Film Lithium‐Tantalate by Fei Huang, Xiaowan Shen, Siyuan Wang, Haochen Xu, Hongxuan Liu, Zexu Wang, He Gao, Xinmin Yao, Hengzhen Cao, Bin Chen, Xijie Wang, Jizhi Zhang, Zhile Wu, Mingyu Zhu, Hongzhi Xiong, Weike Zhao, Huan Li, Zejie Yu, Liu Liu, Yaocheng Shi, Daoxin Dai

“…Finally, a wavelength‐division‐multiplexed optical transmitter is developed with a data rate of 1.6 Tbps by monolithically integrating 8 EO modulators and an 8‐channel arrayed waveguide grating. …”
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Neonatal Hearing Screening at a Tertiary Private Hospital, Saudi Arabia: Findings and Outcomes by Abdulrahman Abdullah Al Zahrani, Samya Mahmoud Edris Okair, AbdulKarim AlMakadma, Syeda Umm-ul-Baneen Naqfi, Sajjad ur Rahman, Ehab Mohamed Hantash

“…Key data points recorded included the total number of neonates screened, referral rates, cases lost to follow-up, and the prevalence of diagnosed hearing loss. …”
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Identifying and ranking the effective financial factors on rural entrepreneurial small businesses by Khosro Farahi, Parvaneh Gelard, Hamid Tohidi

“…The results indicate a positive and significant effect of rural population ratio, financing through financial institutions, economic growth, openness rate in business space, gender composition, and inflation rate in agriculture sectors, as well as a significant reverse effect of official employment rate, job-seeking population ratio, exchange rate uncertainty, government employment rate and graduation ratio on entrepreneurship in both service and agriculture sectors. …”
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Simulation of direct mapped, k-way and fully associative cache on all pairs shortest paths algorithms by A. A. Prihozhy

“…We have measured the frequencies versus the cache size, the data block size, the amount of processed data, the type of cache, and the type of algorithm. …”
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Bringing Machine Learning Classifiers Into Critical Cyber-Physical Systems: A Matter of Design by Burcu Sayin, Tommaso Zoppi, Nicolo Marchini, Fahad Ahmed Khokhar, Andrea Passerini

“…We present a high-level CSC architecture that supports black-box classifier integration, preprocessing for unknown detection, post-hoc calibration, and cost-sensitive thresholding. …”
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Channel Assignment Strategy Based on the Sustained-Transmission Rule of Nodes in Cognitive Radio Sensor Network by Xinbin Li, Zequn Huang, Song Han, Jianmei Chen

“…In order to improve the success rate of data packet transmission in heterogeneous and hierarchical cognitive radio sensor network,the nodes were divided into sustained-transmission and non-sustained-transmission conditions.The ways of improving the success rate of data packet transmission are more energy consumption and better channel assignment,so that there is a type of centralized channel assignment strategies.At the same time,in order to reduce the energy consumption per bit in information transmission process of nodes,the packet size adaptation mechanism was optimized,ensuring the optimal packet size of non-sustained-transmission nodes.Simulation results demonstrate that the channel assignment strategy and the optimization mechanism improve the efficiency of energy utilization and the performance of network.…”
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Channel Assignment Strategy Based on the Sustained-Transmission Rule of Nodes in Cognitive Radio Sensor Network by Xinbin Li, Zequn Huang, Song Han, Jianmei Chen

“…In order to improve the success rate of data packet transmission in heterogeneous and hierarchical cognitive radio sensor network,the nodes were divided into sustained-transmission and non-sustained-transmission conditions.The ways of improving the success rate of data packet transmission are more energy consumption and better channel assignment,so that there is a type of centralized channel assignment strategies.At the same time,in order to reduce the energy consumption per bit in information transmission process of nodes,the packet size adaptation mechanism was optimized,ensuring the optimal packet size of non-sustained-transmission nodes.Simulation results demonstrate that the channel assignment strategy and the optimization mechanism improve the efficiency of energy utilization and the performance of network.…”
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Adsorption of peroxidase from L onto alginate–guar gum matrix: Kinetic, equilibrium and thermodynamic analysis by Ana C Santos Leite da Silva, Nadia Woitovich Valetti, María E Brassesco, José A Teixeira, Guillermo Picó

“…The results show that peroxidase adsorption increased with rising contact time and initial enzyme concentration, and was higher at pH 4.0. The kinetic processes can be predicted by both the pseudo-first-order rate kinetics and the pseudo-second-order rate kinetics. …”
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